Dataset statistics
| Number of variables | 81 |
|---|---|
| Number of observations | 158 |
| Missing cells | 1136 |
| Missing cells (%) | 8.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 169.2 KiB |
| Average record size in memory | 1.1 KiB |
Variable types
| BOOL | 53 |
|---|---|
| NUM | 15 |
| UNSUPPORTED | 8 |
| CAT | 5 |
Reproduction
| Analysis started | 2020-07-08 00:23:20.067051 |
|---|---|
| Analysis finished | 2020-07-08 00:23:57.119461 |
| Duration | 37.05 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Both Dilation and Dysfunction is highly correlated with RV Hypokinesis/Dysfunction | High correlation |
RV Hypokinesis/Dysfunction is highly correlated with Both Dilation and Dysfunction | High correlation |
Pressors is highly correlated with ACLS | High correlation |
ACLS is highly correlated with Pressors | High correlation |
Temp <96.8 F has 7 (4.4%) missing values | Missing |
Temp (F) has 8 (5.1%) missing values | Missing |
O2 <90% RA has 4 (2.5%) missing values | Missing |
O2 Sat RA has 14 (8.9%) missing values | Missing |
Acute DVT (deep venous thrombosis), 3 = chronic has 40 (25.3%) missing values | Missing |
Proximal Component to the DVT has 95 (60.1%) missing values | Missing |
Elevated BNP has 79 (50.0%) missing values | Missing |
Elevated Troponin has 26 (16.5%) missing values | Missing |
RV Dilation has 78 (49.4%) missing values | Missing |
RV Hypokinesis/Dysfunction has 78 (49.4%) missing values | Missing |
Both Dilation and Dysfunction has 78 (49.4%) missing values | Missing |
Inconclusive (RV not well visualized) has 79 (50.0%) missing values | Missing |
RVSP (mmHg) has 76 (48.1%) missing values | Missing |
Arrhythmia has 10 (6.3%) missing values | Missing |
Type of Arrhythmia has 130 (82.3%) missing values | Missing |
< 6 hours from CTA read to administration of tpa or EKOS has 145 (91.8%) missing values | Missing |
<24 hours from CTA read to administration of tpA or EKOS has 145 (91.8%) missing values | Missing |
Readmitted to IP <30 days has 5 (3.2%) missing values | Missing |
Discharged with O2 has 9 (5.7%) missing values | Missing |
Required Narcotics at discharge has 8 (5.1%) missing values | Missing |
Pregnant has 5 (3.2%) missing values | Missing |
Platelet <70k has 2 (1.3%) missing values | Missing |
Indentificaton has unique values | Unique |
RV/LV Ratio has unique values | Unique |
Required Supplemental O2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
History of bleeding is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
RVSP (mmHg) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Type of Arrhythmia is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Type of bleed is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
IVCF (Inferior Vena Cava Filter) is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Readmitted to IP <30 days is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Discharged with O2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Lenth of Stay (LOS) has 14 (8.9%) zeros | Zeros |
| Distinct count | 158 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.5 |
|---|---|
| Minimum | 1 |
| Maximum | 158 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8.85 |
| Q1 | 40.25 |
| median | 79.5 |
| Q3 | 118.75 |
| 95-th percentile | 150.15 |
| Maximum | 158 |
| Range | 157 |
| Interquartile range (IQR) | 78.5 |
Descriptive statistics
| Standard deviation | 45.75478117 |
|---|---|
| Coefficient of variation (CV) | 0.5755318386 |
| Kurtosis | -1.2 |
| Mean | 79.5 |
| Median Absolute Deviation (MAD) | 39.5 |
| Skewness | 0 |
| Sum | 12561 |
| Variance | 2093.5 |
| Value | Count | Frequency (%) | |
| 158 | 1 | 0.6% | |
| 50 | 1 | 0.6% | |
| 57 | 1 | 0.6% | |
| 56 | 1 | 0.6% | |
| 55 | 1 | 0.6% | |
| 54 | 1 | 0.6% | |
| 53 | 1 | 0.6% | |
| 52 | 1 | 0.6% | |
| 51 | 1 | 0.6% | |
| 49 | 1 | 0.6% | |
| 59 | 1 | 0.6% | |
| 48 | 1 | 0.6% | |
| 47 | 1 | 0.6% | |
| 46 | 1 | 0.6% | |
| 45 | 1 | 0.6% | |
| 44 | 1 | 0.6% | |
| 43 | 1 | 0.6% | |
| 42 | 1 | 0.6% | |
| 58 | 1 | 0.6% | |
| 60 | 1 | 0.6% | |
| 40 | 1 | 0.6% | |
| 70 | 1 | 0.6% | |
| 77 | 1 | 0.6% | |
| 76 | 1 | 0.6% | |
| 75 | 1 | 0.6% | |
| Other values (133) | 133 | 84.2% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.6% | |
| 2 | 1 | 0.6% | |
| 3 | 1 | 0.6% | |
| 4 | 1 | 0.6% | |
| 5 | 1 | 0.6% | |
| 6 | 1 | 0.6% | |
| 7 | 1 | 0.6% | |
| 8 | 1 | 0.6% | |
| 9 | 1 | 0.6% | |
| 10 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 158 | 1 | 0.6% | |
| 157 | 1 | 0.6% | |
| 156 | 1 | 0.6% | |
| 155 | 1 | 0.6% | |
| 154 | 1 | 0.6% | |
| 153 | 1 | 0.6% | |
| 152 | 1 | 0.6% | |
| 151 | 1 | 0.6% | |
| 150 | 1 | 0.6% | |
| 149 | 1 | 0.6% |
Age
Real number (ℝ≥0)
| Distinct count | 61 |
|---|---|
| Unique (%) | 38.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.99367088607595 |
|---|---|
| Minimum | 20 |
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 26.85 |
| Q1 | 46.75 |
| median | 62 |
| Q3 | 71 |
| 95-th percentile | 86 |
| Maximum | 90 |
| Range | 70 |
| Interquartile range (IQR) | 24.25 |
Descriptive statistics
| Standard deviation | 17.19076068 |
|---|---|
| Coefficient of variation (CV) | 0.2914000844 |
| Kurtosis | -0.5663020016 |
| Mean | 58.99367089 |
| Median Absolute Deviation (MAD) | 10.5 |
| Skewness | -0.3507210744 |
| Sum | 9321 |
| Variance | 295.5222527 |
| Value | Count | Frequency (%) | |
| 58 | 7 | 4.4% | |
| 63 | 6 | 3.8% | |
| 55 | 6 | 3.8% | |
| 62 | 6 | 3.8% | |
| 68 | 6 | 3.8% | |
| 72 | 5 | 3.2% | |
| 65 | 5 | 3.2% | |
| 70 | 5 | 3.2% | |
| 66 | 4 | 2.5% | |
| 71 | 4 | 2.5% | |
| 50 | 4 | 2.5% | |
| 60 | 4 | 2.5% | |
| 40 | 4 | 2.5% | |
| 69 | 4 | 2.5% | |
| 52 | 4 | 2.5% | |
| 77 | 4 | 2.5% | |
| 46 | 3 | 1.9% | |
| 64 | 3 | 1.9% | |
| 88 | 3 | 1.9% | |
| 30 | 3 | 1.9% | |
| 86 | 3 | 1.9% | |
| 73 | 3 | 1.9% | |
| 25 | 3 | 1.9% | |
| 84 | 3 | 1.9% | |
| 75 | 3 | 1.9% | |
| Other values (36) | 53 | 33.5% |
| Value | Count | Frequency (%) | |
| 20 | 1 | 0.6% | |
| 23 | 1 | 0.6% | |
| 24 | 2 | 1.3% | |
| 25 | 3 | 1.9% | |
| 26 | 1 | 0.6% | |
| 27 | 1 | 0.6% | |
| 28 | 1 | 0.6% | |
| 30 | 3 | 1.9% | |
| 31 | 1 | 0.6% | |
| 32 | 2 | 1.3% |
| Value | Count | Frequency (%) | |
| 90 | 2 | 1.3% | |
| 89 | 2 | 1.3% | |
| 88 | 3 | 1.9% | |
| 86 | 3 | 1.9% | |
| 85 | 1 | 0.6% | |
| 84 | 3 | 1.9% | |
| 81 | 2 | 1.3% | |
| 80 | 1 | 0.6% | |
| 79 | 1 | 0.6% | |
| 78 | 1 | 0.6% |
Gender
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| M | |
|---|---|
| F |
| Value | Count | Frequency (%) | |
| M | 81 | 51.3% | |
| F | 77 | 48.7% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| M | 81 | 51.3% | |
| F | 77 | 48.7% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 158 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| M | 81 | 51.3% | |
| F | 77 | 48.7% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 158 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| M | 81 | 51.3% | |
| F | 77 | 48.7% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 158 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| M | 81 | 51.3% | |
| F | 77 | 48.7% |
Race
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| W | |
|---|---|
| B | |
| refused | 2 |
| AI | 1 |
| Value | Count | Frequency (%) | |
| W | 99 | 62.7% | |
| B | 56 | 35.4% | |
| refused | 2 | 1.3% | |
| AI | 1 | 0.6% |
Length
| Max length | 7 |
|---|---|
| Median length | 1 |
| Mean length | 1.082278481 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| W | 99 | 57.9% | |
| B | 56 | 32.7% | |
| e | 4 | 2.3% | |
| r | 2 | 1.2% | |
| f | 2 | 1.2% | |
| u | 2 | 1.2% | |
| s | 2 | 1.2% | |
| d | 2 | 1.2% | |
| A | 1 | 0.6% | |
| I | 1 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Uppercase Letter | 157 | 91.8% | |
| Lowercase Letter | 14 | 8.2% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| W | 99 | 63.1% | |
| B | 56 | 35.7% | |
| A | 1 | 0.6% | |
| I | 1 | 0.6% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 4 | 28.6% | |
| r | 2 | 14.3% | |
| f | 2 | 14.3% | |
| u | 2 | 14.3% | |
| s | 2 | 14.3% | |
| d | 2 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 171 | 100.0% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| W | 99 | 57.9% | |
| B | 56 | 32.7% | |
| e | 4 | 2.3% | |
| r | 2 | 1.2% | |
| f | 2 | 1.2% | |
| u | 2 | 1.2% | |
| s | 2 | 1.2% | |
| d | 2 | 1.2% | |
| A | 1 | 0.6% | |
| I | 1 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 171 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| W | 99 | 57.9% | |
| B | 56 | 32.7% | |
| e | 4 | 2.3% | |
| r | 2 | 1.2% | |
| f | 2 | 1.2% | |
| u | 2 | 1.2% | |
| s | 2 | 1.2% | |
| d | 2 | 1.2% | |
| A | 1 | 0.6% | |
| I | 1 | 0.6% |
| Distinct count | 17 |
|---|---|
| Unique (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.651898734177215 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 14 |
| Zeros (%) | 8.9% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.25 |
| median | 2.5 |
| Q3 | 5 |
| 95-th percentile | 10.15 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 3.75 |
Descriptive statistics
| Standard deviation | 3.476815321 |
|---|---|
| Coefficient of variation (CV) | 0.9520568818 |
| Kurtosis | 4.298745737 |
| Mean | 3.651898734 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | 1.88912799 |
| Sum | 577 |
| Variance | 12.08824478 |
| Value | Count | Frequency (%) | |
| 2 | 39 | 24.7% | |
| 1 | 26 | 16.5% | |
| 3 | 24 | 15.2% | |
| 0 | 14 | 8.9% | |
| 4 | 13 | 8.2% | |
| 5 | 9 | 5.7% | |
| 6 | 8 | 5.1% | |
| 9 | 6 | 3.8% | |
| 8 | 5 | 3.2% | |
| 7 | 4 | 2.5% | |
| 10 | 2 | 1.3% | |
| 11 | 2 | 1.3% | |
| 14 | 2 | 1.3% | |
| 16 | 1 | 0.6% | |
| 13 | 1 | 0.6% | |
| 15 | 1 | 0.6% | |
| 20 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 0 | 14 | 8.9% | |
| 1 | 26 | 16.5% | |
| 2 | 39 | 24.7% | |
| 3 | 24 | 15.2% | |
| 4 | 13 | 8.2% | |
| 5 | 9 | 5.7% | |
| 6 | 8 | 5.1% | |
| 7 | 4 | 2.5% | |
| 8 | 5 | 3.2% | |
| 9 | 6 | 3.8% |
| Value | Count | Frequency (%) | |
| 20 | 1 | 0.6% | |
| 16 | 1 | 0.6% | |
| 15 | 1 | 0.6% | |
| 14 | 2 | 1.3% | |
| 13 | 1 | 0.6% | |
| 11 | 2 | 1.3% | |
| 10 | 2 | 1.3% | |
| 9 | 6 | 3.8% | |
| 8 | 5 | 3.2% | |
| 7 | 4 | 2.5% |
Hight-cm
Real number (ℝ≥0)
| Distinct count | 22 |
|---|---|
| Unique (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 172.38227848101266 |
|---|---|
| Minimum | 147.3 |
| Maximum | 205.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 147.3 |
|---|---|
| 5-th percentile | 154.525 |
| Q1 | 162.6 |
| median | 172.7 |
| Q3 | 180.3 |
| 95-th percentile | 190.5 |
| Maximum | 205.7 |
| Range | 58.4 |
| Interquartile range (IQR) | 17.7 |
Descriptive statistics
| Standard deviation | 11.8306496 |
|---|---|
| Coefficient of variation (CV) | 0.06863031225 |
| Kurtosis | -0.7001367202 |
| Mean | 172.3822785 |
| Median Absolute Deviation (MAD) | 10.1 |
| Skewness | 0.1495186044 |
| Sum | 27236.4 |
| Variance | 139.9642699 |
| Value | Count | Frequency (%) | |
| 167.6 | 14 | 8.9% | |
| 157.5 | 13 | 8.2% | |
| 160 | 12 | 7.6% | |
| 172.7 | 12 | 7.6% | |
| 180.3 | 12 | 7.6% | |
| 188 | 11 | 7.0% | |
| 170.2 | 11 | 7.0% | |
| 182.9 | 10 | 6.3% | |
| 162.6 | 9 | 5.7% | |
| 175.3 | 9 | 5.7% | |
| 177.8 | 9 | 5.7% | |
| 165.1 | 8 | 5.1% | |
| 152.4 | 6 | 3.8% | |
| 185.4 | 6 | 3.8% | |
| 190.5 | 6 | 3.8% | |
| 193 | 3 | 1.9% | |
| 154.9 | 2 | 1.3% | |
| 195.6 | 1 | 0.6% | |
| 205.7 | 1 | 0.6% | |
| 147.3 | 1 | 0.6% | |
| 198.1 | 1 | 0.6% | |
| 149.9 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 147.3 | 1 | 0.6% | |
| 149.9 | 1 | 0.6% | |
| 152.4 | 6 | 3.8% | |
| 154.9 | 2 | 1.3% | |
| 157.5 | 13 | 8.2% | |
| 160 | 12 | 7.6% | |
| 162.6 | 9 | 5.7% | |
| 165.1 | 8 | 5.1% | |
| 167.6 | 14 | 8.9% | |
| 170.2 | 11 | 7.0% |
| Value | Count | Frequency (%) | |
| 205.7 | 1 | 0.6% | |
| 198.1 | 1 | 0.6% | |
| 195.6 | 1 | 0.6% | |
| 193 | 3 | 1.9% | |
| 190.5 | 6 | 3.8% | |
| 188 | 11 | 7.0% | |
| 185.4 | 6 | 3.8% | |
| 182.9 | 10 | 6.3% | |
| 180.3 | 12 | 7.6% | |
| 177.8 | 9 | 5.7% |
Weight-kg
Real number (ℝ≥0)
| Distinct count | 121 |
|---|---|
| Unique (%) | 76.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.74962025316457 |
|---|---|
| Minimum | 33.7 |
| Maximum | 179.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 33.7 |
|---|---|
| 5-th percentile | 60.7 |
| Q1 | 74.9 |
| median | 90.7 |
| Q3 | 110.6 |
| 95-th percentile | 145.03 |
| Maximum | 179 |
| Range | 145.3 |
| Interquartile range (IQR) | 35.7 |
Descriptive statistics
| Standard deviation | 25.51897111 |
|---|---|
| Coefficient of variation (CV) | 0.2722034611 |
| Kurtosis | 0.3347029082 |
| Mean | 93.74962025 |
| Median Absolute Deviation (MAD) | 17.2 |
| Skewness | 0.5804832479 |
| Sum | 14812.44 |
| Variance | 651.2178865 |
| Value | Count | Frequency (%) | |
| 90.7 | 6 | 3.8% | |
| 81.6 | 5 | 3.2% | |
| 117.9 | 5 | 3.2% | |
| 72.6 | 4 | 2.5% | |
| 106.6 | 3 | 1.9% | |
| 70.3 | 3 | 1.9% | |
| 74.8 | 3 | 1.9% | |
| 86.2 | 3 | 1.9% | |
| 102.1 | 2 | 1.3% | |
| 68 | 2 | 1.3% | |
| 127.5 | 2 | 1.3% | |
| 99.3 | 2 | 1.3% | |
| 82.1 | 2 | 1.3% | |
| 95.3 | 2 | 1.3% | |
| 145.2 | 2 | 1.3% | |
| 87.5 | 2 | 1.3% | |
| 77.6 | 2 | 1.3% | |
| 65.8 | 2 | 1.3% | |
| 113.4 | 2 | 1.3% | |
| 104.3 | 2 | 1.3% | |
| 64.4 | 2 | 1.3% | |
| 95.4 | 1 | 0.6% | |
| 103.4 | 1 | 0.6% | |
| 61.2 | 1 | 0.6% | |
| 113.3 | 1 | 0.6% | |
| Other values (96) | 96 | 60.8% |
| Value | Count | Frequency (%) | |
| 33.7 | 1 | 0.6% | |
| 42.9 | 1 | 0.6% | |
| 46.4 | 1 | 0.6% | |
| 50.3 | 1 | 0.6% | |
| 52.6 | 1 | 0.6% | |
| 56.2 | 1 | 0.6% | |
| 58.97 | 1 | 0.6% | |
| 59 | 1 | 0.6% | |
| 61 | 1 | 0.6% | |
| 61.2 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 179 | 1 | 0.6% | |
| 159.9 | 1 | 0.6% | |
| 158 | 1 | 0.6% | |
| 152 | 1 | 0.6% | |
| 149.69 | 1 | 0.6% | |
| 146.5 | 1 | 0.6% | |
| 145.2 | 2 | 1.3% | |
| 145 | 1 | 0.6% | |
| 140.2 | 1 | 0.6% | |
| 135.5 | 1 | 0.6% |
BMI
Real number (ℝ≥0)
| Distinct count | 152 |
|---|---|
| Unique (%) | 96.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.79325732123969 |
|---|---|
| Minimum | 13.160772101337603 |
| Maximum | 72.17756370996614 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 13.1607721 |
|---|---|
| 5-th percentile | 21.16083589 |
| Q1 | 25.33037747 |
| median | 30.42174287 |
| Q3 | 36.76482348 |
| 95-th percentile | 46.36354718 |
| Maximum | 72.17756371 |
| Range | 59.01679161 |
| Interquartile range (IQR) | 11.43444601 |
Descriptive statistics
| Standard deviation | 8.91888564 |
|---|---|
| Coefficient of variation (CV) | 0.2805275833 |
| Kurtosis | 2.28617711 |
| Mean | 31.79325732 |
| Median Absolute Deviation (MAD) | 5.258966576 |
| Skewness | 1.10589049 |
| Sum | 5023.334657 |
| Variance | 79.54652107 |
| Value | Count | Frequency (%) | |
| 25.14996212 | 2 | 1.3% | |
| 41.95256324 | 2 | 1.3% | |
| 21.70721934 | 2 | 1.3% | |
| 26.56590064 | 2 | 1.3% | |
| 25.01497198 | 2 | 1.3% | |
| 27.26740147 | 2 | 1.3% | |
| 34.9622001 | 1 | 0.6% | |
| 38.26398185 | 1 | 0.6% | |
| 25.68688187 | 1 | 0.6% | |
| 43.02419123 | 1 | 0.6% | |
| 35.1334036 | 1 | 0.6% | |
| 42.73905607 | 1 | 0.6% | |
| 20.44770526 | 1 | 0.6% | |
| 33.19589973 | 1 | 0.6% | |
| 28.69382901 | 1 | 0.6% | |
| 26.38117492 | 1 | 0.6% | |
| 32.27393966 | 1 | 0.6% | |
| 31.000062 | 1 | 0.6% | |
| 31.06817737 | 1 | 0.6% | |
| 32.9837402 | 1 | 0.6% | |
| 47.68339091 | 1 | 0.6% | |
| 28.65212831 | 1 | 0.6% | |
| 40.48395194 | 1 | 0.6% | |
| 30.44009449 | 1 | 0.6% | |
| 43.62806772 | 1 | 0.6% | |
| Other values (127) | 127 | 80.4% |
| Value | Count | Frequency (%) | |
| 13.1607721 | 1 | 0.6% | |
| 14.67758038 | 1 | 0.6% | |
| 18.47087028 | 1 | 0.6% | |
| 19.38919144 | 1 | 0.6% | |
| 20.41950261 | 1 | 0.6% | |
| 20.44770526 | 1 | 0.6% | |
| 20.94598784 | 1 | 0.6% | |
| 20.99407321 | 1 | 0.6% | |
| 21.1902646 | 1 | 0.6% | |
| 21.216071 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 72.17756371 | 1 | 0.6% | |
| 61.02538408 | 1 | 0.6% | |
| 53.19537266 | 1 | 0.6% | |
| 52.52788283 | 1 | 0.6% | |
| 51.66677 | 1 | 0.6% | |
| 50.58071341 | 1 | 0.6% | |
| 47.98589479 | 1 | 0.6% | |
| 47.68339091 | 1 | 0.6% | |
| 46.13063358 | 1 | 0.6% | |
| 45.6438636 | 1 | 0.6% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 91 | 57.6% | |
| 0 | 67 | 42.4% |
PESI Class
Real number (ℝ≥0)
| Distinct count | 5 |
|---|---|
| Unique (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5759493670886076 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.383682449 |
|---|---|
| Coefficient of variation (CV) | 0.5371543658 |
| Kurtosis | -1.100858216 |
| Mean | 2.575949367 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.4028746424 |
| Sum | 407 |
| Variance | 1.914577118 |
| Value | Count | Frequency (%) | |
| 1 | 47 | 29.7% | |
| 2 | 37 | 23.4% | |
| 3 | 30 | 19.0% | |
| 4 | 24 | 15.2% | |
| 5 | 20 | 12.7% |
| Value | Count | Frequency (%) | |
| 1 | 47 | 29.7% | |
| 2 | 37 | 23.4% | |
| 3 | 30 | 19.0% | |
| 4 | 24 | 15.2% | |
| 5 | 20 | 12.7% |
| Value | Count | Frequency (%) | |
| 5 | 20 | 12.7% | |
| 4 | 24 | 15.2% | |
| 3 | 30 | 19.0% | |
| 2 | 37 | 23.4% | |
| 1 | 47 | 29.7% |
| Distinct count | 4 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 1 | |
|---|---|
| 2 | |
| 4 | 15 |
| 3 | 3 |
| Value | Count | Frequency (%) | |
| 1 | 95 | 60.1% | |
| 2 | 45 | 28.5% | |
| 4 | 15 | 9.5% | |
| 3 | 3 | 1.9% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| 1 | 95 | 60.1% | |
| 2 | 45 | 28.5% | |
| 4 | 15 | 9.5% | |
| 3 | 3 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Decimal Number | 158 | 100.0% |
Most frequent Decimal Number characters
| Value | Count | Frequency (%) | |
| 1 | 95 | 60.1% | |
| 2 | 45 | 28.5% | |
| 4 | 15 | 9.5% | |
| 3 | 3 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Common | 158 | 100.0% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 1 | 95 | 60.1% | |
| 2 | 45 | 28.5% | |
| 4 | 15 | 9.5% | |
| 3 | 3 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 158 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| 1 | 95 | 60.1% | |
| 2 | 45 | 28.5% | |
| 4 | 15 | 9.5% | |
| 3 | 3 | 1.9% |
HR >= 110
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 131 | 82.9% | |
| 1 | 27 | 17.1% |
HR
Real number (ℝ≥0)
| Distinct count | 67 |
|---|---|
| Unique (%) | 42.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.4873417721519 |
|---|---|
| Minimum | 46 |
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 63.85 |
| Q1 | 77.25 |
| median | 88.5 |
| Q3 | 105 |
| 95-th percentile | 130 |
| Maximum | 190 |
| Range | 144 |
| Interquartile range (IQR) | 27.75 |
Descriptive statistics
| Standard deviation | 21.34094994 |
|---|---|
| Coefficient of variation (CV) | 0.2307445488 |
| Kurtosis | 2.388612836 |
| Mean | 92.48734177 |
| Median Absolute Deviation (MAD) | 13.5 |
| Skewness | 0.9311582975 |
| Sum | 14613 |
| Variance | 455.4361445 |
| Value | Count | Frequency (%) | |
| 75 | 6 | 3.8% | |
| 109 | 6 | 3.8% | |
| 100 | 6 | 3.8% | |
| 104 | 5 | 3.2% | |
| 86 | 5 | 3.2% | |
| 96 | 5 | 3.2% | |
| 88 | 5 | 3.2% | |
| 80 | 5 | 3.2% | |
| 81 | 5 | 3.2% | |
| 63 | 4 | 2.5% | |
| 67 | 4 | 2.5% | |
| 84 | 4 | 2.5% | |
| 130 | 4 | 2.5% | |
| 98 | 4 | 2.5% | |
| 82 | 4 | 2.5% | |
| 66 | 4 | 2.5% | |
| 83 | 3 | 1.9% | |
| 102 | 3 | 1.9% | |
| 112 | 3 | 1.9% | |
| 87 | 3 | 1.9% | |
| 101 | 3 | 1.9% | |
| 91 | 2 | 1.3% | |
| 76 | 2 | 1.3% | |
| 74 | 2 | 1.3% | |
| 94 | 2 | 1.3% | |
| Other values (42) | 59 | 37.3% |
| Value | Count | Frequency (%) | |
| 46 | 1 | 0.6% | |
| 53 | 2 | 1.3% | |
| 59 | 1 | 0.6% | |
| 63 | 4 | 2.5% | |
| 64 | 1 | 0.6% | |
| 65 | 1 | 0.6% | |
| 66 | 4 | 2.5% | |
| 67 | 4 | 2.5% | |
| 68 | 2 | 1.3% | |
| 69 | 2 | 1.3% |
| Value | Count | Frequency (%) | |
| 190 | 1 | 0.6% | |
| 166 | 1 | 0.6% | |
| 139 | 1 | 0.6% | |
| 135 | 1 | 0.6% | |
| 133 | 1 | 0.6% | |
| 131 | 1 | 0.6% | |
| 130 | 4 | 2.5% | |
| 125 | 1 | 0.6% | |
| 124 | 1 | 0.6% | |
| 123 | 1 | 0.6% |
SBP <100
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 150 | 94.9% | |
| 1 | 8 | 5.1% |
SBP
Real number (ℝ≥0)
| Distinct count | 75 |
|---|---|
| Unique (%) | 47.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.65189873417722 |
|---|---|
| Minimum | 88 |
| Maximum | 220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 88 |
|---|---|
| 5-th percentile | 102.95 |
| Q1 | 120.25 |
| median | 132 |
| Q3 | 152 |
| 95-th percentile | 192.3 |
| Maximum | 220 |
| Range | 132 |
| Interquartile range (IQR) | 31.75 |
Descriptive statistics
| Standard deviation | 26.73077075 |
|---|---|
| Coefficient of variation (CV) | 0.194191079 |
| Kurtosis | 0.4696795414 |
| Mean | 137.6518987 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.8028710007 |
| Sum | 21749 |
| Variance | 714.5341047 |
| Value | Count | Frequency (%) | |
| 127 | 6 | 3.8% | |
| 130 | 6 | 3.8% | |
| 109 | 6 | 3.8% | |
| 115 | 5 | 3.2% | |
| 124 | 4 | 2.5% | |
| 165 | 4 | 2.5% | |
| 143 | 4 | 2.5% | |
| 132 | 4 | 2.5% | |
| 117 | 4 | 2.5% | |
| 136 | 4 | 2.5% | |
| 138 | 4 | 2.5% | |
| 140 | 3 | 1.9% | |
| 122 | 3 | 1.9% | |
| 144 | 3 | 1.9% | |
| 137 | 3 | 1.9% | |
| 114 | 3 | 1.9% | |
| 121 | 3 | 1.9% | |
| 128 | 3 | 1.9% | |
| 126 | 3 | 1.9% | |
| 125 | 3 | 1.9% | |
| 133 | 3 | 1.9% | |
| 123 | 3 | 1.9% | |
| 174 | 3 | 1.9% | |
| 169 | 3 | 1.9% | |
| 152 | 2 | 1.3% | |
| Other values (50) | 66 | 41.8% |
| Value | Count | Frequency (%) | |
| 88 | 1 | 0.6% | |
| 89 | 1 | 0.6% | |
| 92 | 1 | 0.6% | |
| 94 | 2 | 1.3% | |
| 96 | 2 | 1.3% | |
| 97 | 1 | 0.6% | |
| 104 | 1 | 0.6% | |
| 105 | 2 | 1.3% | |
| 106 | 1 | 0.6% | |
| 108 | 2 | 1.3% |
| Value | Count | Frequency (%) | |
| 220 | 1 | 0.6% | |
| 213 | 1 | 0.6% | |
| 212 | 1 | 0.6% | |
| 207 | 1 | 0.6% | |
| 198 | 1 | 0.6% | |
| 197 | 1 | 0.6% | |
| 196 | 1 | 0.6% | |
| 194 | 1 | 0.6% | |
| 192 | 1 | 0.6% | |
| 187 | 1 | 0.6% |
RR >=30
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 154 | 97.5% | |
| 1 | 3 | 1.9% | |
| (Missing) | 1 | 0.6% |
RR
Real number (ℝ≥0)
| Distinct count | 20 |
|---|---|
| Unique (%) | 12.7% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.70063694267516 |
|---|---|
| Minimum | 12.0 |
| Maximum | 40.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 18 |
| median | 20 |
| Q3 | 20 |
| 95-th percentile | 26 |
| Maximum | 40 |
| Range | 28 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.586772294 |
|---|---|
| Coefficient of variation (CV) | 0.1820637731 |
| Kurtosis | 6.427000648 |
| Mean | 19.70063694 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.739430651 |
| Sum | 3093 |
| Variance | 12.86493549 |
| Value | Count | Frequency (%) | |
| 20 | 44 | 27.8% | |
| 18 | 42 | 26.6% | |
| 16 | 17 | 10.8% | |
| 24 | 10 | 6.3% | |
| 22 | 8 | 5.1% | |
| 17 | 7 | 4.4% | |
| 23 | 5 | 3.2% | |
| 19 | 4 | 2.5% | |
| 15 | 3 | 1.9% | |
| 26 | 3 | 1.9% | |
| 30 | 2 | 1.3% | |
| 25 | 2 | 1.3% | |
| 14 | 2 | 1.3% | |
| 28 | 2 | 1.3% | |
| 12 | 1 | 0.6% | |
| 40 | 1 | 0.6% | |
| 27 | 1 | 0.6% | |
| 29 | 1 | 0.6% | |
| 21 | 1 | 0.6% | |
| 13 | 1 | 0.6% | |
| (Missing) | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 12 | 1 | 0.6% | |
| 13 | 1 | 0.6% | |
| 14 | 2 | 1.3% | |
| 15 | 3 | 1.9% | |
| 16 | 17 | 10.8% | |
| 17 | 7 | 4.4% | |
| 18 | 42 | 26.6% | |
| 19 | 4 | 2.5% | |
| 20 | 44 | 27.8% | |
| 21 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 40 | 1 | 0.6% | |
| 30 | 2 | 1.3% | |
| 29 | 1 | 0.6% | |
| 28 | 2 | 1.3% | |
| 27 | 1 | 0.6% | |
| 26 | 3 | 1.9% | |
| 25 | 2 | 1.3% | |
| 24 | 10 | 6.3% | |
| 23 | 5 | 3.2% | |
| 22 | 8 | 5.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 7 |
| Missing (%) | 4.4% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| (Missing) | 7 |
| Value | Count | Frequency (%) | |
| 0 | 150 | 94.9% | |
| 1 | 1 | 0.6% | |
| (Missing) | 7 | 4.4% |
| Distinct count | 31 |
|---|---|
| Unique (%) | 20.7% |
| Missing | 8 |
| Missing (%) | 5.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.238 |
|---|---|
| Minimum | 96.5 |
| Maximum | 100.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 96.5 |
|---|---|
| 5-th percentile | 97.445 |
| Q1 | 97.8 |
| median | 98.1 |
| Q3 | 98.6 |
| 95-th percentile | 99.455 |
| Maximum | 100.2 |
| Range | 3.7 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 0.6347509156 |
|---|---|
| Coefficient of variation (CV) | 0.006461358289 |
| Kurtosis | 1.173746203 |
| Mean | 98.238 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 0.8067669203 |
| Sum | 14735.7 |
| Variance | 0.4029087248 |
| Value | Count | Frequency (%) | |
| 98 | 14 | 8.9% | |
| 98.1 | 13 | 8.2% | |
| 97.8 | 12 | 7.6% | |
| 98.2 | 10 | 6.3% | |
| 98.6 | 10 | 6.3% | |
| 98.4 | 10 | 6.3% | |
| 97.9 | 9 | 5.7% | |
| 97.6 | 9 | 5.7% | |
| 98.5 | 7 | 4.4% | |
| 97.7 | 7 | 4.4% | |
| 97.5 | 6 | 3.8% | |
| 98.8 | 6 | 3.8% | |
| 98.3 | 5 | 3.2% | |
| 98.7 | 4 | 2.5% | |
| 98.9 | 4 | 2.5% | |
| 99.4 | 3 | 1.9% | |
| 97.4 | 2 | 1.3% | |
| 100.2 | 2 | 1.3% | |
| 99 | 2 | 1.3% | |
| 97.3 | 2 | 1.3% | |
| 99.8 | 2 | 1.3% | |
| 97.1 | 2 | 1.3% | |
| 99.3 | 1 | 0.6% | |
| 99.1 | 1 | 0.6% | |
| 99.5 | 1 | 0.6% | |
| Other values (6) | 6 | 3.8% | |
| (Missing) | 8 | 5.1% |
| Value | Count | Frequency (%) | |
| 96.5 | 1 | 0.6% | |
| 97.1 | 2 | 1.3% | |
| 97.2 | 1 | 0.6% | |
| 97.3 | 2 | 1.3% | |
| 97.4 | 2 | 1.3% | |
| 97.5 | 6 | 3.8% | |
| 97.6 | 9 | 5.7% | |
| 97.7 | 7 | 4.4% | |
| 97.8 | 12 | 7.6% | |
| 97.9 | 9 | 5.7% |
| Value | Count | Frequency (%) | |
| 100.2 | 2 | 1.3% | |
| 100.1 | 1 | 0.6% | |
| 99.9 | 1 | 0.6% | |
| 99.8 | 2 | 1.3% | |
| 99.6 | 1 | 0.6% | |
| 99.5 | 1 | 0.6% | |
| 99.4 | 3 | 1.9% | |
| 99.3 | 1 | 0.6% | |
| 99.2 | 1 | 0.6% | |
| 99.1 | 1 | 0.6% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 4 |
| Missing (%) | 2.5% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 20 |
| (Missing) | 4 |
| Value | Count | Frequency (%) | |
| 0 | 134 | 84.8% | |
| 1 | 20 | 12.7% | |
| (Missing) | 4 | 2.5% |
| Distinct count | 20 |
|---|---|
| Unique (%) | 13.9% |
| Missing | 14 |
| Missing (%) | 8.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.29166666666667 |
|---|---|
| Minimum | 50.0 |
| Maximum | 100.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 84.3 |
| Q1 | 95 |
| median | 97 |
| Q3 | 99 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 50 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.431623038 |
|---|---|
| Coefficient of variation (CV) | 0.07798817355 |
| Kurtosis | 20.15051361 |
| Mean | 95.29166667 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -4.104399548 |
| Sum | 13722 |
| Variance | 55.22902098 |
| Value | Count | Frequency (%) | |
| 100 | 27 | 17.1% | |
| 97 | 22 | 13.9% | |
| 96 | 18 | 11.4% | |
| 99 | 17 | 10.8% | |
| 98 | 16 | 10.1% | |
| 95 | 15 | 9.5% | |
| 94 | 8 | 5.1% | |
| 91 | 4 | 2.5% | |
| 50 | 2 | 1.3% | |
| 80 | 2 | 1.3% | |
| 88 | 2 | 1.3% | |
| 92 | 2 | 1.3% | |
| 93 | 2 | 1.3% | |
| 70 | 1 | 0.6% | |
| 90 | 1 | 0.6% | |
| 68 | 1 | 0.6% | |
| 84 | 1 | 0.6% | |
| 86 | 1 | 0.6% | |
| 89 | 1 | 0.6% | |
| 75 | 1 | 0.6% | |
| (Missing) | 14 | 8.9% |
| Value | Count | Frequency (%) | |
| 50 | 2 | 1.3% | |
| 68 | 1 | 0.6% | |
| 70 | 1 | 0.6% | |
| 75 | 1 | 0.6% | |
| 80 | 2 | 1.3% | |
| 84 | 1 | 0.6% | |
| 86 | 1 | 0.6% | |
| 88 | 2 | 1.3% | |
| 89 | 1 | 0.6% | |
| 90 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 100 | 27 | 17.1% | |
| 99 | 17 | 10.8% | |
| 98 | 16 | 10.1% | |
| 97 | 22 | 13.9% | |
| 96 | 18 | 11.4% | |
| 95 | 15 | 9.5% | |
| 94 | 8 | 5.1% | |
| 93 | 2 | 1.3% | |
| 92 | 2 | 1.3% | |
| 91 | 4 | 2.5% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 5 |
| Value | Count | Frequency (%) | |
| 0 | 153 | 96.8% | |
| 1 | 5 | 3.2% |
Syncope
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 10 |
| Value | Count | Frequency (%) | |
| 0 | 148 | 93.7% | |
| 1 | 10 | 6.3% |
Active Smoker
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 133 | 84.2% | |
| 1 | 24 | 15.2% | |
| (Missing) | 1 | 0.6% |
Active Cancer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| 0 | 133 | 84.2% | |
| 1 | 25 | 15.8% |
History of Cancer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 25 |
| Value | Count | Frequency (%) | |
| 0 | 133 | 84.2% | |
| 1 | 25 | 15.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 14 |
| Value | Count | Frequency (%) | |
| 0 | 144 | 91.1% | |
| 1 | 14 | 8.9% |
Lung Disease
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 126 | 79.7% | |
| 1 | 32 | 20.3% |
Renal Disease
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 19 |
| Value | Count | Frequency (%) | |
| 0 | 139 | 88.0% | |
| 1 | 19 | 12.0% |
DM (Diabetes Mellitus)
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 120 | 75.9% | |
| 1 | 38 | 24.1% |
Immobilization
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 115 | 72.8% | |
| 1 | 43 | 27.2% |
Recent Trauma
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 150 | 94.9% | |
| 1 | 8 | 5.1% |
Recent Surgery
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 22 |
| Value | Count | Frequency (%) | |
| 0 | 136 | 86.1% | |
| 1 | 22 | 13.9% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 22 |
| Value | Count | Frequency (%) | |
| 0 | 136 | 86.1% | |
| 1 | 22 | 13.9% |
Personal h/o VTE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 112 | 70.9% | |
| 1 | 46 | 29.1% |
FH of VTE
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 9 |
| Value | Count | Frequency (%) | |
| 0 | 149 | 94.3% | |
| 1 | 9 | 5.7% |
Nursing Home Resident
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 0 | 155 | 98.1% | |
| 1 | 3 | 1.9% |
AMS (Altered Mental Status)
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 6 |
| Value | Count | Frequency (%) | |
| 0 | 152 | 96.2% | |
| 1 | 6 | 3.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 40 |
| Missing (%) | 25.3% |
| Memory size | 1.4 KiB |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 63 | 39.9% | |
| 0 | 55 | 34.8% | |
| (Missing) | 40 | 25.3% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 3.2% |
| Missing | 95 |
| Missing (%) | 60.1% |
| Memory size | 1.4 KiB |
| 1 | |
|---|---|
| 0 | 18 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 45 | 28.5% | |
| 0 | 18 | 11.4% | |
| (Missing) | 95 | 60.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 79 |
| Missing (%) | 50.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 53 | 33.5% | |
| 1 | 26 | 16.5% | |
| (Missing) | 79 | 50.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.5% |
| Missing | 26 |
| Missing (%) | 16.5% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 109 | 69.0% | |
| 1 | 23 | 14.6% | |
| (Missing) | 26 | 16.5% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 78 |
| Missing (%) | 49.4% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 52 | 32.9% | |
| 1 | 28 | 17.7% | |
| (Missing) | 78 | 49.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 78 |
| Missing (%) | 49.4% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 61 | 38.6% | |
| 1 | 19 | 12.0% | |
| (Missing) | 78 | 49.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 78 |
| Missing (%) | 49.4% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 61 | 38.6% | |
| 1 | 19 | 12.0% | |
| (Missing) | 78 | 49.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 2.5% |
| Missing | 79 |
| Missing (%) | 50.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 76 | 48.1% | |
| 1 | 3 | 1.9% | |
| (Missing) | 79 | 50.0% |
| Distinct count | 158 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9174555657053654 |
|---|---|
| Minimum | 0.4030418250950571 |
| Maximum | 1.793548387096774 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.4030418251 |
|---|---|
| 5-th percentile | 0.6413850565 |
| Q1 | 0.7956395109 |
| median | 0.8676707048 |
| Q3 | 0.9856100305 |
| 95-th percentile | 1.393231237 |
| Maximum | 1.793548387 |
| Range | 1.390506562 |
| Interquartile range (IQR) | 0.1899705196 |
Descriptive statistics
| Standard deviation | 0.2229556464 |
|---|---|
| Coefficient of variation (CV) | 0.2430151985 |
| Kurtosis | 2.350908483 |
| Mean | 0.9174555657 |
| Median Absolute Deviation (MAD) | 0.1044008836 |
| Skewness | 1.237619464 |
| Sum | 144.9579794 |
| Variance | 0.04970922028 |
| Value | Count | Frequency (%) | |
| 0.9726651481 | 1 | 0.6% | |
| 0.8319672131 | 1 | 0.6% | |
| 0.9702760085 | 1 | 0.6% | |
| 0.9975429975 | 1 | 0.6% | |
| 0.7959183673 | 1 | 0.6% | |
| 0.9659574468 | 1 | 0.6% | |
| 0.8309278351 | 1 | 0.6% | |
| 0.8514851485 | 1 | 0.6% | |
| 0.9212253829 | 1 | 0.6% | |
| 0.9775784753 | 1 | 0.6% | |
| 0.9246753247 | 1 | 0.6% | |
| 1.708933718 | 1 | 0.6% | |
| 0.9727095517 | 1 | 0.6% | |
| 0.9860627178 | 1 | 0.6% | |
| 0.8244111349 | 1 | 0.6% | |
| 0.9414519906 | 1 | 0.6% | |
| 0.6769230769 | 1 | 0.6% | |
| 0.9065606362 | 1 | 0.6% | |
| 0.9219088937 | 1 | 0.6% | |
| 1.518518519 | 1 | 0.6% | |
| 1.021153846 | 1 | 0.6% | |
| 0.6901960784 | 1 | 0.6% | |
| 1.551136364 | 1 | 0.6% | |
| 0.9806866953 | 1 | 0.6% | |
| 0.8232445521 | 1 | 0.6% | |
| Other values (133) | 133 | 84.2% |
| Value | Count | Frequency (%) | |
| 0.4030418251 | 1 | 0.6% | |
| 0.4980544747 | 1 | 0.6% | |
| 0.5238095238 | 1 | 0.6% | |
| 0.5902636917 | 1 | 0.6% | |
| 0.6033950617 | 1 | 0.6% | |
| 0.6217948718 | 1 | 0.6% | |
| 0.6279527559 | 1 | 0.6% | |
| 0.634765625 | 1 | 0.6% | |
| 0.6425531915 | 1 | 0.6% | |
| 0.6479481641 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.793548387 | 1 | 0.6% | |
| 1.708933718 | 1 | 0.6% | |
| 1.551136364 | 1 | 0.6% | |
| 1.518518519 | 1 | 0.6% | |
| 1.455172414 | 1 | 0.6% | |
| 1.436046512 | 1 | 0.6% | |
| 1.42 | 1 | 0.6% | |
| 1.407317073 | 1 | 0.6% | |
| 1.390745501 | 1 | 0.6% | |
| 1.34605598 | 1 | 0.6% |
RV/LV Ratio .85 to .90
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 20 |
| Value | Count | Frequency (%) | |
| 0 | 138 | 87.3% | |
| 1 | 20 | 12.7% |
RV/LV Ratio .91-.94
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 15 |
| Value | Count | Frequency (%) | |
| 0 | 143 | 90.5% | |
| 1 | 15 | 9.5% |
RV/LV Ratio .95 or greater
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 103 | 65.2% | |
| 1 | 55 | 34.8% |
PA/Aorta Ratio
Real number (ℝ≥0)
| Distinct count | 156 |
|---|---|
| Unique (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9111467199814172 |
|---|---|
| Minimum | 0.5204545454545454 |
| Maximum | 1.345514950166113 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.5204545455 |
|---|---|
| 5-th percentile | 0.7112980491 |
| Q1 | 0.8220974872 |
| median | 0.8847625742 |
| Q3 | 0.9835833356 |
| 95-th percentile | 1.147425316 |
| Maximum | 1.34551495 |
| Range | 0.8250604047 |
| Interquartile range (IQR) | 0.1614858484 |
Descriptive statistics
| Standard deviation | 0.1419905182 |
|---|---|
| Coefficient of variation (CV) | 0.1558371611 |
| Kurtosis | 0.7633668112 |
| Mean | 0.91114672 |
| Median Absolute Deviation (MAD) | 0.07919963173 |
| Skewness | 0.4543609097 |
| Sum | 143.9611818 |
| Variance | 0.02016130725 |
| Value | Count | Frequency (%) | |
| 0.978021978 | 2 | 1.3% | |
| 0.7885714286 | 2 | 1.3% | |
| 1.34551495 | 1 | 0.6% | |
| 0.8407310705 | 1 | 0.6% | |
| 0.8187134503 | 1 | 0.6% | |
| 0.9590643275 | 1 | 0.6% | |
| 0.925 | 1 | 0.6% | |
| 0.825 | 1 | 0.6% | |
| 0.8375451264 | 1 | 0.6% | |
| 0.7656675749 | 1 | 0.6% | |
| 0.9036827195 | 1 | 0.6% | |
| 0.6870967742 | 1 | 0.6% | |
| 0.9487179487 | 1 | 0.6% | |
| 0.8807588076 | 1 | 0.6% | |
| 0.8391608392 | 1 | 0.6% | |
| 0.8373333333 | 1 | 0.6% | |
| 1.186813187 | 1 | 0.6% | |
| 0.8407821229 | 1 | 0.6% | |
| 0.7987804878 | 1 | 0.6% | |
| 0.7609329446 | 1 | 0.6% | |
| 0.8413793103 | 1 | 0.6% | |
| 0.8259860789 | 1 | 0.6% | |
| 0.9554140127 | 1 | 0.6% | |
| 0.8566666667 | 1 | 0.6% | |
| 0.7427652733 | 1 | 0.6% | |
| Other values (131) | 131 | 82.9% |
| Value | Count | Frequency (%) | |
| 0.5204545455 | 1 | 0.6% | |
| 0.5751295337 | 1 | 0.6% | |
| 0.606741573 | 1 | 0.6% | |
| 0.6270718232 | 1 | 0.6% | |
| 0.6377245509 | 1 | 0.6% | |
| 0.6638888889 | 1 | 0.6% | |
| 0.6678200692 | 1 | 0.6% | |
| 0.6870967742 | 1 | 0.6% | |
| 0.7155688623 | 1 | 0.6% | |
| 0.7422360248 | 1 | 0.6% |
| Value | Count | Frequency (%) | |
| 1.34551495 | 1 | 0.6% | |
| 1.32038835 | 1 | 0.6% | |
| 1.292592593 | 1 | 0.6% | |
| 1.25443787 | 1 | 0.6% | |
| 1.253012048 | 1 | 0.6% | |
| 1.198083067 | 1 | 0.6% | |
| 1.186813187 | 1 | 0.6% | |
| 1.184713376 | 1 | 0.6% | |
| 1.14084507 | 1 | 0.6% | |
| 1.139622642 | 1 | 0.6% |
IVC Reflux Grade
Real number (ℝ≥0)
| Distinct count | 5 |
|---|---|
| Unique (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1265822784810124 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.051139371 |
|---|---|
| Coefficient of variation (CV) | 0.4942857756 |
| Kurtosis | 0.0885121282 |
| Mean | 2.126582278 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7765619754 |
| Sum | 336 |
| Variance | 1.104893977 |
| Value | Count | Frequency (%) | |
| 2 | 55 | 34.8% | |
| 1 | 52 | 32.9% | |
| 3 | 35 | 22.2% | |
| 4 | 11 | 7.0% | |
| 5 | 5 | 3.2% |
| Value | Count | Frequency (%) | |
| 1 | 52 | 32.9% | |
| 2 | 55 | 34.8% | |
| 3 | 35 | 22.2% | |
| 4 | 11 | 7.0% | |
| 5 | 5 | 3.2% |
| Value | Count | Frequency (%) | |
| 5 | 5 | 3.2% | |
| 4 | 11 | 7.0% | |
| 3 | 35 | 22.2% | |
| 2 | 55 | 34.8% | |
| 1 | 52 | 32.9% |
Septal Flattening
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 119 | 75.3% | |
| 1 | 39 | 24.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 113 | 71.5% | |
| 1 | 45 | 28.5% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 10 |
| Missing (%) | 6.3% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 10 |
| Value | Count | Frequency (%) | |
| 0 | 122 | 77.2% | |
| 1 | 26 | 16.5% | |
| (Missing) | 10 | 6.3% |
ICU Stay
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 21 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 136 | 86.1% | |
| 1 | 21 | 13.3% | |
| (Missing) | 1 | 0.6% |
Shock (BP <90)
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 2 |
| Value | Count | Frequency (%) | |
| 0 | 156 | 98.7% | |
| 1 | 2 | 1.3% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 154 | 97.5% | |
| 1 | 3 | 1.9% | |
| (Missing) | 1 | 0.6% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 154 | 97.5% | |
| 1 | 3 | 1.9% | |
| (Missing) | 1 | 0.6% |
Inotropes
Boolean
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 157 | 99.4% | |
| (Missing) | 1 | 0.6% |
Intubation
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 4 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 153 | 96.8% | |
| 1 | 4 | 2.5% | |
| (Missing) | 1 | 0.6% |
tpA
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 3 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 154 | 97.5% | |
| 1 | 3 | 1.9% | |
| (Missing) | 1 | 0.6% |
EKOS
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 10 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 147 | 93.0% | |
| 1 | 10 | 6.3% | |
| (Missing) | 1 | 0.6% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 15.4% |
| Missing | 145 |
| Missing (%) | 91.8% |
| Memory size | 1.4 KiB |
| 0 | 10 |
|---|---|
| 1 | 3 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 0 | 10 | 6.3% | |
| 1 | 3 | 1.9% | |
| (Missing) | 145 | 91.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 15.4% |
| Missing | 145 |
| Missing (%) | 91.8% |
| Memory size | 1.4 KiB |
| 1 | 9 |
|---|---|
| 0 | 4 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 9 | 5.7% | |
| 0 | 4 | 2.5% | |
| (Missing) | 145 | 91.8% |
IP Bleeding
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 9 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 148 | 93.7% | |
| 1 | 9 | 5.7% | |
| (Missing) | 1 | 0.6% |
Transfusion
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 4 |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| 0 | 153 | 96.8% | |
| 1 | 4 | 2.5% | |
| (Missing) | 1 | 0.6% |
Patient Status at 30 days
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Alive | |
|---|---|
| ? | 19 |
| Deceased | 6 |
| Value | Count | Frequency (%) | |
| Alive | 133 | 84.2% | |
| ? | 19 | 12.0% | |
| Deceased | 6 | 3.8% |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 4.632911392 |
| Min length | 1 |
Most occurring characters
| Value | Count | Frequency (%) | |
| e | 151 | 20.6% | |
| A | 133 | 18.2% | |
| l | 133 | 18.2% | |
| i | 133 | 18.2% | |
| v | 133 | 18.2% | |
| ? | 19 | 2.6% | |
| D | 6 | 0.8% | |
| c | 6 | 0.8% | |
| a | 6 | 0.8% | |
| s | 6 | 0.8% | |
| d | 6 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 574 | 78.4% | |
| Uppercase Letter | 139 | 19.0% | |
| Other Punctuation | 19 | 2.6% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| A | 133 | 95.7% | |
| D | 6 | 4.3% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| e | 151 | 26.3% | |
| l | 133 | 23.2% | |
| i | 133 | 23.2% | |
| v | 133 | 23.2% | |
| c | 6 | 1.0% | |
| a | 6 | 1.0% | |
| s | 6 | 1.0% | |
| d | 6 | 1.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| ? | 19 | 100.0% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 713 | 97.4% | |
| Common | 19 | 2.6% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| e | 151 | 21.2% | |
| A | 133 | 18.7% | |
| l | 133 | 18.7% | |
| i | 133 | 18.7% | |
| v | 133 | 18.7% | |
| D | 6 | 0.8% | |
| c | 6 | 0.8% | |
| a | 6 | 0.8% | |
| s | 6 | 0.8% | |
| d | 6 | 0.8% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| ? | 19 | 100.0% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 732 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| e | 151 | 20.6% | |
| A | 133 | 18.2% | |
| l | 133 | 18.2% | |
| i | 133 | 18.2% | |
| v | 133 | 18.2% | |
| ? | 19 | 2.6% | |
| D | 6 | 0.8% | |
| c | 6 | 0.8% | |
| a | 6 | 0.8% | |
| s | 6 | 0.8% | |
| d | 6 | 0.8% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 8 |
| Missing (%) | 5.1% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 8 |
| Value | Count | Frequency (%) | |
| 0 | 101 | 63.9% | |
| 1 | 49 | 31.0% | |
| (Missing) | 8 | 5.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 5 |
| Missing (%) | 3.2% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 0 | 153 | 96.8% | |
| (Missing) | 5 | 3.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 2 |
| Missing (%) | 1.3% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 | 4 |
| (Missing) | 2 |
| Value | Count | Frequency (%) | |
| 0 | 152 | 96.2% | |
| 1 | 4 | 2.5% | |
| (Missing) | 2 | 1.3% |
Etiology of Clot
Categorical
| Distinct count | 26 |
|---|---|
| Unique (%) | 16.6% |
| Missing | 1 |
| Missing (%) | 0.6% |
| Memory size | 1.4 KiB |
| unprovoked | |
|---|---|
| personal history | |
| malignancy | |
| surgery | |
| immobility | 10 |
| Other values (21) |
| Value | Count | Frequency (%) | |
| unprovoked | 51 | 32.3% | |
| personal history | 31 | 19.6% | |
| malignancy | 23 | 14.6% | |
| surgery | 11 | 7.0% | |
| immobility | 10 | 6.3% | |
| oral contraceptives | 5 | 3.2% | |
| unprovoked | 3 | 1.9% | |
| provoked | 2 | 1.3% | |
| trauma | 2 | 1.3% | |
| suspect malignancy | 2 | 1.3% | |
| recent procedure | 2 | 1.3% | |
| personal history and immobility | 1 | 0.6% | |
| personal history and malignancy | 1 | 0.6% | |
| surgery,malignancy | 1 | 0.6% | |
| recent travel | 1 | 0.6% | |
| air travel | 1 | 0.6% | |
| taking megace | 1 | 0.6% | |
| OCP | 1 | 0.6% | |
| unprovoked, family history | 1 | 0.6% | |
| hospitalization | 1 | 0.6% | |
| personal history, surgery | 1 | 0.6% | |
| recent hospitalization | 1 | 0.6% | |
| sugery | 1 | 0.6% | |
| personal history, immobility | 1 | 0.6% | |
| surgery, malignancy | 1 | 0.6% |
Length
| Max length | 31 |
|---|---|
| Median length | 10 |
| Mean length | 12.13924051 |
| Min length | 3 |
Most occurring characters
| Value | Count | Frequency (%) | |
| o | 215 | 11.2% | |
| r | 182 | 9.5% | |
| n | 163 | 8.5% | |
| e | 136 | 7.1% | |
| a | 119 | 6.2% | |
| i | 115 | 6.0% | |
| p | 104 | 5.4% | |
| s | 99 | 5.2% | |
| y | 93 | 4.8% | |
| l | 86 | 4.5% | |
| u | 76 | 4.0% | |
| t | 74 | 3.9% | |
| v | 64 | 3.3% | |
| 63 | 3.3% | ||
| d | 61 | 3.2% | |
| k | 58 | 3.0% | |
| m | 56 | 2.9% | |
| c | 47 | 2.5% | |
| g | 45 | 2.3% | |
| h | 39 | 2.0% | |
| b | 12 | 0.6% | |
| , | 5 | 0.3% | |
| z | 2 | 0.1% | |
| f | 1 | 0.1% | |
| O | 1 | 0.1% | |
| Other values (2) | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) | |
| Lowercase Letter | 1847 | 96.3% | |
| Space Separator | 63 | 3.3% | |
| Other Punctuation | 5 | 0.3% | |
| Uppercase Letter | 3 | 0.2% |
Most frequent Lowercase Letter characters
| Value | Count | Frequency (%) | |
| o | 215 | 11.6% | |
| r | 182 | 9.9% | |
| n | 163 | 8.8% | |
| e | 136 | 7.4% | |
| a | 119 | 6.4% | |
| i | 115 | 6.2% | |
| p | 104 | 5.6% | |
| s | 99 | 5.4% | |
| y | 93 | 5.0% | |
| l | 86 | 4.7% | |
| u | 76 | 4.1% | |
| t | 74 | 4.0% | |
| v | 64 | 3.5% | |
| d | 61 | 3.3% | |
| k | 58 | 3.1% | |
| m | 56 | 3.0% | |
| c | 47 | 2.5% | |
| g | 45 | 2.4% | |
| h | 39 | 2.1% | |
| b | 12 | 0.6% | |
| z | 2 | 0.1% | |
| f | 1 | 0.1% |
Most frequent Space Separator characters
| Value | Count | Frequency (%) | |
| 63 | 100.0% |
Most frequent Other Punctuation characters
| Value | Count | Frequency (%) | |
| , | 5 | 100.0% |
Most frequent Uppercase Letter characters
| Value | Count | Frequency (%) | |
| O | 1 | 33.3% | |
| C | 1 | 33.3% | |
| P | 1 | 33.3% |
Most occurring scripts
| Value | Count | Frequency (%) | |
| Latin | 1850 | 96.5% | |
| Common | 68 | 3.5% |
Most frequent Latin characters
| Value | Count | Frequency (%) | |
| o | 215 | 11.6% | |
| r | 182 | 9.8% | |
| n | 163 | 8.8% | |
| e | 136 | 7.4% | |
| a | 119 | 6.4% | |
| i | 115 | 6.2% | |
| p | 104 | 5.6% | |
| s | 99 | 5.4% | |
| y | 93 | 5.0% | |
| l | 86 | 4.6% | |
| u | 76 | 4.1% | |
| t | 74 | 4.0% | |
| v | 64 | 3.5% | |
| d | 61 | 3.3% | |
| k | 58 | 3.1% | |
| m | 56 | 3.0% | |
| c | 47 | 2.5% | |
| g | 45 | 2.4% | |
| h | 39 | 2.1% | |
| b | 12 | 0.6% | |
| z | 2 | 0.1% | |
| f | 1 | 0.1% | |
| O | 1 | 0.1% | |
| C | 1 | 0.1% | |
| P | 1 | 0.1% |
Most frequent Common characters
| Value | Count | Frequency (%) | |
| 63 | 92.6% | ||
| , | 5 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) | |
| ASCII | 1918 | 100.0% |
Most frequent ASCII characters
| Value | Count | Frequency (%) | |
| o | 215 | 11.2% | |
| r | 182 | 9.5% | |
| n | 163 | 8.5% | |
| e | 136 | 7.1% | |
| a | 119 | 6.2% | |
| i | 115 | 6.0% | |
| p | 104 | 5.4% | |
| s | 99 | 5.2% | |
| y | 93 | 4.8% | |
| l | 86 | 4.5% | |
| u | 76 | 4.0% | |
| t | 74 | 3.9% | |
| v | 64 | 3.3% | |
| 63 | 3.3% | ||
| d | 61 | 3.2% | |
| k | 58 | 3.0% | |
| m | 56 | 2.9% | |
| c | 47 | 2.5% | |
| g | 45 | 2.3% | |
| h | 39 | 2.0% | |
| b | 12 | 0.6% | |
| , | 5 | 0.3% | |
| z | 2 | 0.1% | |
| f | 1 | 0.1% | |
| O | 1 | 0.1% | |
| Other values (2) | 2 | 0.1% |
adverseEvent
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 113 | 71.5% | |
| 1 | 45 | 28.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Indentificaton | Age | Gender | Race | Lenth of Stay (LOS) | Hight-cm | Weight-kg | BMI | sPESI (low risk = 0; 1 = 1 or greater) | PESI Class | PE Severity 1=low risk; 2=intermediate; 3=massive; 4=indeterminate | HR >= 110 | HR | SBP <100 | SBP | RR >=30 | RR | Temp <96.8 F | Temp (F) | O2 <90% RA | O2 Sat RA | Required Supplemental O2 | NRB (non-rebreather mask required) | Syncope | Active Smoker | Active Cancer | History of Cancer | CHF (Congestive Heart Failure) | Lung Disease | Renal Disease | DM (Diabetes Mellitus) | History of bleeding | Immobilization | Recent Trauma | Recent Surgery | Recent Hospital (w/in 30 days) | Personal h/o VTE | FH of VTE | Nursing Home Resident | AMS (Altered Mental Status) | Acute DVT (deep venous thrombosis), 3 = chronic | Proximal Component to the DVT | Elevated BNP | Elevated Troponin | RV Dilation | RV Hypokinesis/Dysfunction | Both Dilation and Dysfunction | Inconclusive (RV not well visualized) | RVSP (mmHg) | RV/LV Ratio | RV/LV Ratio .85 to .90 | RV/LV Ratio .91-.94 | RV/LV Ratio .95 or greater | PA/Aorta Ratio | IVC Reflux Grade | Septal Flattening | Clot Present in MPA (Main Pulmonary Artery) | Arrhythmia | Type of Arrhythmia | ICU Stay | Shock (BP <90) | ACLS | Pressors | Inotropes | Intubation | tpA | EKOS | < 6 hours from CTA read to administration of tpa or EKOS | <24 hours from CTA read to administration of tpA or EKOS | IP Bleeding | Type of bleed | Transfusion | IVCF (Inferior Vena Cava Filter) | Patient Status at 30 days | Readmitted to IP <30 days | Discharged with O2 | Required Narcotics at discharge | Pregnant | Platelet <70k | Etiology of Clot | adverseEvent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 89 | M | W | 0 | 152.4 | 56.2 | 24.197271 | 1 | 5 | 4 | 0 | 82 | 1 | 89 | 0.0 | 18.0 | 0.0 | 98.7 | 1.0 | 75.0 | 1 | 1 | 0 | 0.0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.915966 | 0 | 1 | 0 | 0.806540 | 3 | 0 | 0 | 1.0 | A-fib | 0.0 | 1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 0.0 | recent hospitalization | 1 |
| 1 | 2 | 84 | F | B | 4 | 157.5 | 100.4 | 40.483952 | 1 | 3 | 2 | 0 | 86 | 0 | 161 | 0.0 | 20.0 | 0.0 | 97.5 | 0.0 | 94.0 | 1 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 61.8 | 0.850123 | 1 | 0 | 0 | 1.198083 | 4 | 1 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 0.0 | personal history | 1 |
| 2 | 3 | 72 | M | W | 2 | 170.2 | 77.6 | 26.794440 | 0 | 3 | 1 | 0 | 71 | 0 | 178 | 0.0 | 18.0 | 0.0 | 98.6 | 0.0 | 94.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 45 | 0.714583 | 0 | 0 | 0 | 1.003106 | 2 | 0 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 0.0 | unprovoked | 0 |
| 3 | 4 | 62 | M | W | 2 | 205.7 | 86.4 | 20.419503 | 0 | 2 | 4 | 0 | 88 | 0 | 137 | 0.0 | 16.0 | 0.0 | 98.7 | 0.0 | 98.0 | 0 | 0 | 0 | 1.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.986063 | 0 | 0 | 1 | 0.575130 | 3 | 0 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 0.0 | unprovoked | 0 |
| 4 | 5 | 65 | M | W | 3 | 198.1 | 158.0 | 40.253203 | 1 | 4 | 1 | 0 | 87 | 0 | 170 | 0.0 | 22.0 | 0.0 | 97.8 | 0.0 | 95.0 | 0 | 0 | 0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | 0.941681 | 0 | 1 | 0 | 0.761446 | 2 | 0 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 1.0 | 0.0 | 0.0 | personal history | 0 |
| 5 | 6 | 58 | M | W | 9 | 182.9 | 72.6 | 21.707219 | 0 | 2 | 1 | 0 | 85 | 0 | 124 | 0.0 | 18.0 | 0.0 | 98.5 | 0.0 | 95.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 40 | 0.851648 | 1 | 0 | 0 | 0.821429 | 1 | 1 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 1.0 | 0.0 | 0.0 | surgery | 0 |
| 6 | 7 | 88 | F | W | 3 | 177.8 | 46.4 | 14.677580 | 1 | 4 | 2 | 0 | 86 | 1 | 97 | 0.0 | 18.0 | 0.0 | 98.4 | 0.0 | 91.0 | 1 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | not documented | 0.867500 | 1 | 0 | 0 | 0.853333 | 3 | 0 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 0.0 | personal history | 1 |
| 7 | 8 | 75 | M | W | 6 | 182.9 | 84.2 | 25.175590 | 1 | 4 | 2 | 0 | 88 | 0 | 109 | 0.0 | 20.0 | 0.0 | 98.4 | 0.0 | 97.0 | 0 | 0 | 0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0.0 | NaN | NaN | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 21 | 0.872340 | 1 | 0 | 0 | 1.128617 | 2 | 0 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 1.0 | personal history | 0 |
| 8 | 9 | 25 | F | W | 2 | 157.5 | 94.3 | 38.024270 | 0 | 1 | 1 | 0 | 109 | 0 | 121 | 0.0 | 18.0 | 0.0 | 97.6 | 0.0 | 100.0 | 1 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0.0 | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 0.667421 | 0 | 0 | 0 | 0.824104 | 1 | 0 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 1.0 | 0.0 | 0.0 | personal history | 1 |
| 9 | 10 | 78 | M | W | 1 | 170.2 | 81.6 | 28.175597 | 1 | 2 | 1 | 0 | 78 | 0 | 117 | 0.0 | 20.0 | 0.0 | 98.1 | 0.0 | 96.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 0.498054 | 0 | 0 | 0 | 0.837333 | 2 | 0 | 1 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | ? | ? | 0 | 0.0 | 0.0 | 0.0 | personal history | 0 |
Last rows
| Indentificaton | Age | Gender | Race | Lenth of Stay (LOS) | Hight-cm | Weight-kg | BMI | sPESI (low risk = 0; 1 = 1 or greater) | PESI Class | PE Severity 1=low risk; 2=intermediate; 3=massive; 4=indeterminate | HR >= 110 | HR | SBP <100 | SBP | RR >=30 | RR | Temp <96.8 F | Temp (F) | O2 <90% RA | O2 Sat RA | Required Supplemental O2 | NRB (non-rebreather mask required) | Syncope | Active Smoker | Active Cancer | History of Cancer | CHF (Congestive Heart Failure) | Lung Disease | Renal Disease | DM (Diabetes Mellitus) | History of bleeding | Immobilization | Recent Trauma | Recent Surgery | Recent Hospital (w/in 30 days) | Personal h/o VTE | FH of VTE | Nursing Home Resident | AMS (Altered Mental Status) | Acute DVT (deep venous thrombosis), 3 = chronic | Proximal Component to the DVT | Elevated BNP | Elevated Troponin | RV Dilation | RV Hypokinesis/Dysfunction | Both Dilation and Dysfunction | Inconclusive (RV not well visualized) | RVSP (mmHg) | RV/LV Ratio | RV/LV Ratio .85 to .90 | RV/LV Ratio .91-.94 | RV/LV Ratio .95 or greater | PA/Aorta Ratio | IVC Reflux Grade | Septal Flattening | Clot Present in MPA (Main Pulmonary Artery) | Arrhythmia | Type of Arrhythmia | ICU Stay | Shock (BP <90) | ACLS | Pressors | Inotropes | Intubation | tpA | EKOS | < 6 hours from CTA read to administration of tpa or EKOS | <24 hours from CTA read to administration of tpA or EKOS | IP Bleeding | Type of bleed | Transfusion | IVCF (Inferior Vena Cava Filter) | Patient Status at 30 days | Readmitted to IP <30 days | Discharged with O2 | Required Narcotics at discharge | Pregnant | Platelet <70k | Etiology of Clot | adverseEvent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 148 | 149 | 55 | M | W | 7 | 182.9 | 135.5 | 40.514163 | 1 | 3 | 1 | 1 | 123 | 0 | 126 | 0.0 | 20.0 | 0.0 | 98.7 | 1.0 | 84.0 | 1 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 30.4 | 1.272311 | 0 | 0 | 1 | 1.127168 | 2 | 1 | 1 | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 1.0 | 0.0 | 0.0 | unprovoked | 1 |
| 149 | 150 | 69 | F | W | 3 | 167.6 | 117.9 | 41.952563 | 1 | 4 | 1 | 0 | 104 | 0 | 207 | 0.0 | 20.0 | 0.0 | 97.2 | 0.0 | 97.0 | 0 | 0 | 0 | 0.0 | 0 | 1 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0.0 | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | not documented | 0.590264 | 0 | 0 | 0 | 0.943396 | 1 | 0 | 0 | 1.0 | RBBB | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 0.0 | surgery | 0 |
| 150 | 151 | 55 | F | B | 2 | 175.3 | 95.7 | 31.156332 | 1 | 3 | 1 | 0 | 73 | 0 | 147 | 0.0 | 18.0 | 0.0 | 98.5 | 0.0 | 99.0 | 0 | 0 | 0 | 0.0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | not documented | 0.769430 | 0 | 0 | 0 | 0.914127 | 2 | 0 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 0.0 | surgery | 0 |
| 151 | 152 | 27 | F | W | 2 | 190.5 | 76.9 | 21.190265 | 1 | 2 | 1 | 0 | 53 | 0 | 106 | 0.0 | 17.0 | 0.0 | 98.8 | 0.0 | 98.0 | 0 | 0 | 1 | 0.0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 25.6 | 0.634766 | 0 | 0 | 0 | 0.980769 | 2 | 0 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | ? | ? | 0 | 0.0 | 0.0 | 0.0 | unprovoked | 0 |
| 152 | 153 | 24 | F | B | 1 | 165.1 | 95.3 | 34.962200 | 0 | 1 | 1 | 0 | 53 | 0 | 133 | 0.0 | 18.0 | 0.0 | 97.9 | 0.0 | 100.0 | 0 | 0 | 0 | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 0.846983 | 1 | 0 | 0 | 0.841379 | 3 | 0 | 0 | NaN | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | ? | ? | 0 | 0.0 | 0.0 | 0.0 | oral contraceptives | 0 |
| 153 | 154 | 65 | M | B | 4 | 188.0 | 68.5 | 19.389191 | 1 | 4 | 1 | 0 | 109 | 0 | 164 | 0.0 | 23.0 | 0.0 | 98.5 | 0.0 | 96.0 | 0 | 0 | 0 | 0.0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 32 | 0.977578 | 0 | 0 | 1 | 0.637725 | 1 | 0 | 0 | 1.0 | PAC's | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 0.0 | malignancy | 0 |
| 154 | 155 | 50 | F | B | 1 | 162.6 | 83.9 | 31.749331 | 1 | 1 | 1 | 0 | 66 | 0 | 138 | 0.0 | 13.0 | 0.0 | 98.4 | 0.0 | 98.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | NaN | NaN | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 27 | 0.847032 | 1 | 0 | 0 | 0.774510 | 2 | 0 | 0 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 1.0 | 0.0 | 0.0 | unprovoked | 0 |
| 155 | 156 | 69 | M | W | 3 | 193.0 | 120.2 | 32.255951 | 0 | 2 | 1 | 0 | 81 | 0 | 123 | 0.0 | 17.0 | 0.0 | 97.5 | 0.0 | 94.0 | 0 | 0 | 0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1.0 | 1.0 | NaN | 0.0 | NaN | NaN | NaN | NaN | NaN | 1.021154 | 0 | 0 | 1 | 0.840731 | 3 | 1 | 1 | 0.0 | NaN | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 0 | 0.0 | 0.0 | 0.0 | personal history | 0 |
| 156 | 157 | 63 | M | W | 2 | 188.0 | 74.0 | 20.945988 | 1 | 5 | 1 | 0 | 106 | 0 | 143 | 0.0 | 18.0 | 0.0 | 98.1 | 1.0 | 70.0 | 1 | 1 | 0 | 0.0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | not documented | 1.084615 | 0 | 0 | 1 | 0.753501 | 1 | 1 | 1 | 0.0 | NaN | 1.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | Alive | 0 | 1 | 0.0 | 0.0 | 0.0 | malignancy | 1 |
| 157 | 158 | 70 | M | W | 2 | 170.2 | 72.6 | 25.067994 | 1 | 3 | 1 | 0 | 102 | 0 | 128 | 0.0 | 18.0 | 0.0 | 99.6 | 0.0 | 91.0 | 1 | 0 | 0 | 0.0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1.0 | 1.0 | NaN | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 51.2 | 0.963470 | 0 | 0 | 1 | 0.769430 | 2 | 1 | 1 | 0.0 | 0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | 0.0 | 0 | 0.0 | 0 | ? | ? | 0 | 0.0 | 0.0 | 0.0 | personal history | 1 |